Introduction

Provide some major types of object detection results via Detectron2.

Requirements

  • A White background picture expected to be loaded; The result mesh go finer as colors go deeper.
  • Google Chrome on a Desktop PC with ‘Desktop site’ mode preferred.

Installation

Available now; No more additional installations needed.

Usage

  1. Visit the main site.

  2. Specify a .png file to be meshed.

  3. Click ‘Download .stl’ button to download it in the flat .stl format.



Pretrained models used

For details, visit the original site.

Name Model Link
InstanceSegmentation Mask R-CNN: R50-FPN(3x) [137849600] model_final_f10217.pkl
Keypoints Keypoint R-CNN: R101-FPN(3x) [138363331] model_final_997cc7.pkl
PanopticSegmentation Panoptic FPN: R50-FPN(3x) [139514569] model_final_c10459.pkl
Detection Faster R-CNN: R50-FPN(3x) [137849458] model_final_280758.pkl